作者位次 #3/3ACL 2026Findings· Findings of ACL
NSL - MT : Linguistically Informed Negative Samples for Efficient Machine Translation in A frican Low-Resource Languages
Mamadou K. Keita · Christopher M. Homan · Huy Le
摘要
We introduce negative space learning machine translation (NSL-MT), a training method for underresourced languages, that augments limited parallel data with synthetically generated violations of the target language’s grammar and explicitly penalizes the model when it assigns high probability to th...